TWINning the BRAIN with machine learning for neuro-muscular efficiency

Deliverables

A young researcher is planned to finalize his/her PhD thesis *this could vary due to several reasons of the PhD process

Summer schools will be organized in Koper/coastal region

Workshop report and materials will be gathered throughout the implementation of project activities.

Peer reviewed publication/poster at scientific conferences

A number of conference proceedings and posters will be published throughout the project. In this report we will collect all of them, which were related to the project topic.

Report on best practices in data analyses with ML, including on BeMoBIL data sample

Report on preliminary resultsanalysis using machine learning algorithms at the UNIGE working on data collected in BeMoBIL

Document on best practices with MoBI setup

After onsite training in Berlin a short report with best practices will be formed

Professional guidelines

Professional guidelines will be drafted and distributed to e-mails of medical doctors and staff that might benefit from MoBI implementation into clinical settings.

2 Round tables materials and reports

Round tables materials and reports 2.0 called “science to practice”

Report on hands-on knowledge sharing about data collection on healthy population in BeMoBIL

Preliminary report on data collection and analysis in the BeMoBIL facilities Berlin

Document on best practices in internationally leading partners

A document containing important information learned on-site or through virtual trainings of administrational staff.

Communication and dissemination strategy

Report about communication and dissemination strategy

Project Website (public/private)

Project Website will be formed

Video of the project

a short video of the project topics and activities will be created.

7 E-newsletters and press releases

each 6 months an e-newsletter will be formed and distributed between available e-addresses

Publications

Unleashing the potential of dance: a neuroplasticity-based approach bridging from older adults to Parkinson’s disease patients

Author(s): Cécil J. W. Meulenberg; Kathrin Rehfeld; Saša Jovanović; Uros Marusic; Uros Marusic
Published in: Frontiers in Aging Neuroscience, Vol 15 (2023), Issue 8, 2023, ISSN 1663-4365
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnagi.2023.1188855

Environmental enrichment through virtual reality as multisensory stimulation to mitigate the negative effects of prolonged bed rest

Author(s): Luka Šlosar; Luka Šlosar; Manca Peskar; Manca Peskar; Rado Pišot; Uros Marusic; Uros Marusic
Published in: COBISS-ID: 20576008, Issue 5, 2023, ISSN 1663-4365
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnagi.2023.1169683

Editorial: The intersection of cognitive, motor, and sensory processing in aging: links to functional outcomes, volume II

Author(s): Jennifer L. Campos; Jennifer L. Campos; Uros Marusic; Uros Marusic; Jeannette R. Mahoney
Published in: Frontiers in Aging Neuroscience, Vol 15 (2024), Issue 23, 2022, ISSN 1663-4365
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnagi.2022.1009532

Combining physical and virtual worlds for motor-cognitive training interventions: Position paper with guidelines on technology classification in movement-related research

Author(s): Luka Šlosar, Claudia Voelcker-Rehage, Armin H. Paravlić, Ensar Abazovic, Eling D. de Bruin, Marušič Uroš
Published in: Frontiers in psychology, Issue Dec. 2022, vol. 13, 2022, ISSN 1664-1078
Publisher: Frontiers Research Foundation
DOI: 10.3389/fpsyg.2022.1009052

Effects of digital-based interventions on muscular strength in adults

Author(s): Paravlić, Armin; Šlosar, Luka; Abazović, Ensar; Marušič, Uroš
Published in: COBISS-ID: 521184793, Issue 3, 2023, ISSN 1365-2060
Publisher: Taylor & Francis
DOI: 10.1080/07853890.2023.2230886

Does Cognitive Training Improve Mobility, Enhance Cognition, and Promote Neural Activation?

Author(s): Uros Marusic; Uros Marusic; Joe Verghese; Joe Verghese; Jeannette R. Mahoney
Published in: Frontiers in Aging Neuroscience, Vol 14 (2022), Issue 14, 2022, ISSN 1663-4365
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnagi.2022.845825

Dual-Task Performance in Hearing-Impaired Older Adults—Study Protocol for a Cross-Sectional Mobile Brain/Body Imaging Study

Author(s): Anna Wunderlich; Oliver Vogel; Maja Maša Šömen; Manca Peskar; Manca Peskar; Madeleine Fricke; Klaus Gramann; Janna Protzak; Uros Marusic; Uros Marusic; Bettina Wollesen; Bettina Wollesen
Published in: Frontiers in Aging Neuroscience, Vol 13 (2021), Issue 5, 2021, ISSN 1663-4365
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnagi.2021.773287

A data-driven machine learning approach for brain-computer interfaces targeting lower limb neuroprosthetics

Author(s): Arnau Dillen; Arnau Dillen; Arnau Dillen; Elke Lathouwers; Elke Lathouwers; Aleksandar Miladinović; Aleksandar Miladinović; Aleksandar Miladinović; Uros Marusic; Uros Marusic; Fakhreddine Ghaffari; Olivier Romain; Romain Meeusen; Romain Meeusen; Kevin De Pauw; Kevin De Pauw
Published in: Frontiers in human neuroscience, vol. 16, no. 949224, pp. 1-15, 2022., Issue 8, 2022, ISSN 1662-5161
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnhum.2022.949224

Effects of COVID-19 on cognition and mood after hospitalization and at 2-month follow-up

Author(s): Manca Peskar; Manca Peskar; Boštjan Šimunič; Luka Šlosar; Luka Šlosar; Saša Pišot; Kaja Teraž; Kaja Teraž; Mladen Gasparini; Rado Pišot; Uros Marusic; Uros Marusic
Published in: Frontiers in psychology, vol. 14, no. 1141809, 2023., Issue 8, 2023, ISSN 1664-1078
Publisher: Frontiers Research Foundation
DOI: 10.3389/fpsyg.2023.1141809

Impact of Motor-Cognitive Interventions on Selected Gait and Balance Outcomes in Older Adults: A Systematic Review and Meta-Analysis of Randomized Controlled Trials

Author(s): Teraz, Kaja; Šlosar, Luka; Paravlić, Armin H.; de Bruin, Eling; id_orcid0000-0002-6542-7385; Marusic, Uros
Published in: Frontiers in Psychology, Issue 3, 2022, ISSN 1664-1078
Publisher: Frontiers Research Foundation
DOI: 10.3929/ethz-b-000558046

Functional characteristics and subjective disease perception in patients with COVID-19 two months after hospital discharge

Author(s): Kaja Teraž; Kaja Teraž; Boštjan Šimunič; Manca Peskar; Manca Peskar; Uros Marusic; Uros Marusic; Saša Pišot; Luka Šlosar; Luka Šlosar; Malden Gasparini; Rado Pišot
Published in: Frontiers in rehabilitation sciences, vol. 4, no. 1209900, 2023., Issue 8, 2023, ISSN 2673-6861
Publisher: Frontiers in Rehabilitation Sciences
DOI: 10.3389/fresc.2023.1209900

Does standing up enhance performance on the stroop task in healthy young adults?

Author(s): Šömen, Maja Maša; Peskar, Manca; Wollesen, Bettina; Gramann, Klaus; Marušič, Uroš
Published in: Int. J. Environ. Res. Public Health, Issue 23 January 2023, 2023, ISSN 1660-4601
Publisher: MDPI
DOI: 10.3390/ijerph20032319

Neural Bases of Age-Related Sensorimotor Slowing in the Upper and Lower Limbs

Author(s): Uros Marusic, Manca Peskar, Kevin De Pauw, Nina Omejc, Gorazd Drevensek, Bojan Rojc, Rado Pišot Voyko Kavcic
Published in: Front. Aging Neurosci., Issue 03 May 2022, 2022, ISSN 1663-4365
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnagi.2022.819576

Brain Dynamics Underlying Preserved Cycling Ability in Patients With Parkinson’s Disease and Freezing of Gait

Author(s): Teja Licem, Martin Rakusa, Nicolaas I. Bohnen, Paolo Manganotti, Uros Marusic
Published in: Frontiers in Psychology-Movement Science and Sport Psychology, Issue Volume 13 - 2022, 2022, ISSN 1664-1078
Publisher: Frontiers Research Foundation
DOI: 10.3389/fpsyg.2022.847703

Removal of movement-induced EEG artifacts: current state of the art and guidelines

Author(s): Dasa Gorjan; Klaus Gramann; Kevin De Pauw; Uros Marusic
Published in: Journal of neural engineering, vol. 19, no. 1, pp. 1-12, 2022., Issue 28 February 2022, 2022, ISSN 1741-2552
Publisher: IOP publishing
DOI: 10.1088/1741-2552/ac52d2

Deliverables

Publications

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